How does this MCP value a dataset?

It calculates value by analyzing specific inputs like volume, uniqueness, quality, and commercial potential.

Can I use this with Claude or Cursor?

Yes, you can connect this MCP to any MCP-compatible client including Claude, Cursor, and Windsurf.

Does it account for legal risks?

Yes, the assess_regulatory_impact capability quantifies how much value is lost due to legal and compliance restrictions.

What are the strategic tiers?

The capability can categorize assets into tiers such as Core Strategic or Commodity for easier portfolio management.

How is depreciation handled?

The analyze_lifecycle_decay capability determines the amount of value lost over a specific period.

How is the data asset value calculated?

The value is determined using calculate_asset_valuation, which processes data volume, uniqueness, quality, commercialization potential, moat strength, and regulatory risk.

Can I account for legal risks in different regions?

Yes, you can use assess_regulatory_impact to quantify how legal constraints in jurisdictions like the EU or USA affect the asset's value.

How do I know if my data is a strategic asset?

You can use get_asset_tier_summary to classify your data into tiers such as Core Strategic, Operational Data, or Commodity.

An astronaut overseeing a futuristic data hub

Download PDF Markdown Version

Connect PE AI Data Assets Valuation to ChatGPT and Claude

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Quantify the economic and strategic value of your data.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

Waiting for input…

Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through PE AI Data Assets Valuation.

01
Analyze lifecycle decay
Use this to determine how much value a dataset loses over a specific period.
02
Assess regulatory impact
This capability quantifies the reduction in asset value caused by legal and compliance restrictions.
03
Calculate asset valuation
This capability provides the primary monetary estimate for a specific data asset.
04
Get asset tier summary
This capability categorizes an asset into a strategic tier for portfolio management.

Real work

What teams actually run

M&A Due Diligence

An analyst uses the capability to estimate the value of a target company's proprietary datasets during an acquisition.

Portfolio Management

A strategist uses tiering to identify which datasets are core to the business and which are commodities.

Regulatory Planning

A compliance officer calculates how new privacy laws might decrease the value of existing data holdings.

Data Lifecycle Budgeting

A manager uses decay analysis to predict when a dataset will lose its competitive edge.

One connector, every AI

PE AI Data Assets Valuation works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

Building your own app? The connector is yours to use.

You don't need a client to put PE AI Data Assets Valuation to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

843ms average. Fast in production.

PE AI Data Assets Valuation is checked daily against the live service.

Daily averagePeak 1103ms

Oct 3Today

Fastest day: 725ms
Slowest day: 1103ms
14-day trend: Stable+4%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 4 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of PE AI Data Assets Valuation, so you can see the experience inside your AI.

It does not authenticate your account with PE AI Data Assets Valuation. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

PE AI Data Assets Valuation Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_AUoPEicgMUnNZFWXYZKZv6GzruPVmagbRBP3IDJn/mcp

Claude Desktop

Follow the steps below to connect in seconds.

1In Claude Desktop, open Settings → Connectors.
2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
3Click Add and start a new chat — PE AI Data Assets Valuation capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "pe-ai-data-assets-valuation-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_AUoPEicgMUnNZFWXYZKZv6GzruPVmagbRBP3IDJn/mcp"
    }
  }
}

Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? Set up PE AI Data Assets Valuation in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work PE AI Data Assets Valuation owners hand off.

This MCP is designed for professionals managing data-heavy AI organizations or investment portfolios.

01
Data Strategists
They use the capability to categorize data assets into strategic tiers for long-term planning.
02
Private Equity Analysts
They use it to estimate the value of data assets during due diligence for AI company acquisitions.
03
AI Product Managers
They use it to quantify the economic moat provided by their proprietary training sets.

FAQ

Questions PE AI Data Assets Valuation owners ask.

01
How does this MCP value a dataset?
It calculates value by analyzing specific inputs like volume, uniqueness, quality, and commercial potential.
02
Can I use this with Claude or Cursor?
Yes, you can connect this MCP to any MCP-compatible client including Claude, Cursor, and Windsurf.
03
Does it account for legal risks?
Yes, the assess_regulatory_impact capability quantifies how much value is lost due to legal and compliance restrictions.
04
What are the strategic tiers?
The capability can categorize assets into tiers such as Core Strategic or Commodity for easier portfolio management.
05
How is depreciation handled?
The analyze_lifecycle_decay capability determines the amount of value lost over a specific period.
06
How is the data asset value calculated?
The value is determined using calculate_asset_valuation, which processes data volume, uniqueness, quality, commercialization potential, moat strength, and regulatory risk.
07
Can I account for legal risks in different regions?
Yes, you can use assess_regulatory_impact to quantify how legal constraints in jurisdictions like the EU or USA affect the asset's value.
08
How do I know if my data is a strategic asset?
You can use get_asset_tier_summary to classify your data into tiers such as Core Strategic, Operational Data, or Commodity.

Explore

More in Finance

Connect PE AI Data Assets Valuation to Claude, Cursor, ChatGPT & more

Your AI does the work. We keep it safe and sound.

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-04

Analyze lifecycle decay

Assess regulatory impact

Calculate asset valuation

Get asset tier summary

What teams actually run

M&A Due Diligence

Portfolio Management

Regulatory Planning

Data Lifecycle Budgeting

Building your own app? The connector is yours to use.

PE AI Data Assets Valuation Connector

Claude Desktop

Data Strategists

Private Equity Analysts

AI Product Managers

How does this MCP value a dataset?

Can I use this with Claude or Cursor?

Does it account for legal risks?

What are the strategic tiers?

How is depreciation handled?

How is the data asset value calculated?

Can I account for legal risks in different regions?

How do I know if my data is a strategic asset?

AI Data Moat Valuation Engine AI Connector

AI Training Data Valuation Engine AI Connector

Data Pipeline Prover AI Connector

data.world AI Connector

Suggestions

Collibra AI Connector

Hevo Data (ETL & Data Pipeline) AI Connector

Data.gov Catalog AI Connector

Dagster AI Connector